


"""simple docstring"""



import contextlib
import csv
import json
import os
import sqlitea
import tarfile
import textwrap
import zipfile

import pyarrow as pa
import pyarrow.parquet as pq
import pytest

import datasets
import datasets.config
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       )						-> Any:


	"""simple docstring"""




	lowerCAmelCase_      							=			1_0
	lowerCAmelCase_      							=			datasets.Features(
	    {
	        '''tokens''': datasets.Sequence(datasets.Value('''string'''	)	),
	        '''labels''': datasets.Sequence(datasets.ClassLabel(names=['''negative''', '''positive''']	)	),
	        '''answers''': datasets.Sequence(
	            {
	                '''text''': datasets.Value('''string'''	),
	                '''answer_start''': datasets.Value('''int32'''	),
	            }	),
	        '''id''': datasets.Value('''int64'''	),
	    }	)
	lowerCAmelCase_      							=			datasets.Dataset.from_dict(
	    {
	        '''tokens''': [['''foo'''] * 5] * n,
	        '''labels''': [[1] * 5] * n,
	        '''answers''': [{'''answer_start''': [9_7], '''text''': ['''1976''']}] * 1_0,
	        '''id''': list(range(_lowercase	)	),
	    }			,   features=_lowercase			,   )
	return dataset
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   Dict			,   _lowercase :   int	)						-> List[str]:


	"""simple docstring"""




	lowerCAmelCase_      							=			str(tmp_path_factory.mktemp('''data'''	) / '''file.arrow'''	)
	dataset.map(cache_file_name=_lowercase	)
	return filename


# FILE_CONTENT + files


lowercase_							=							'\\n    Text data.\n    Second line of data.'
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   str	)						-> Any:


	"""simple docstring"""




	lowerCAmelCase_      							=			tmp_path_factory.mktemp('''data'''	) / '''file.txt'''
	lowerCAmelCase_      							=			FILE_CONTENT
	with open(_lowercase			,   '''w'''	) as f:
		f.write(_lowercase	)
	return filename
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   Tuple	)						-> List[str]:


	"""simple docstring"""




	import bza

	lowerCAmelCase_      							=			tmp_path_factory.mktemp('''data'''	) / '''file.txt.bz2'''
	lowerCAmelCase_      							=			bytes(_lowercase			,   '''utf-8'''	)
	with bza.open(_lowercase			,   '''wb'''	) as f:
		f.write(_lowercase	)
	return path
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   List[str]	)						-> List[Any]:


	"""simple docstring"""




	import gzip

	lowerCAmelCase_      							=			str(tmp_path_factory.mktemp('''data'''	) / '''file.txt.gz'''	)
	lowerCAmelCase_      							=			bytes(_lowercase			,   '''utf-8'''	)
	with gzip.open(_lowercase			,   '''wb'''	) as f:
		f.write(_lowercase	)
	return path
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   int	)						-> Union[str, Any]:


	"""simple docstring"""




	if datasets.config.LZ4_AVAILABLE:
		import lza.frame

		lowerCAmelCase_      							=			tmp_path_factory.mktemp('''data'''	) / '''file.txt.lz4'''
		lowerCAmelCase_      							=			bytes(_lowercase			,   '''utf-8'''	)
		with lza.frame.open(_lowercase			,   '''wb'''	) as f:
			f.write(_lowercase	)
		return path
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   List[str]			,   _lowercase :   List[str]	)						-> Any:


	"""simple docstring"""




	if datasets.config.PY7ZR_AVAILABLE:
		import pyazr

		lowerCAmelCase_      							=			tmp_path_factory.mktemp('''data'''	) / '''file.txt.7z'''
		with pyazr.SevenZipFile(_lowercase			,   '''w'''	) as archive:
			archive.write(_lowercase			,   arcname=os.path.basename(_lowercase	)	)
		return path
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   List[Any]			,   _lowercase :   Tuple	)						-> Tuple:


	"""simple docstring"""




	import tarfile

	lowerCAmelCase_      							=			tmp_path_factory.mktemp('''data'''	) / '''file.txt.tar'''
	with tarfile.TarFile(_lowercase			,   '''w'''	) as f:
		f.add(_lowercase			,   arcname=os.path.basename(_lowercase	)	)
	return path
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   Tuple	)						-> Optional[int]:


	"""simple docstring"""




	import lzma

	lowerCAmelCase_      							=			tmp_path_factory.mktemp('''data'''	) / '''file.txt.xz'''
	lowerCAmelCase_      							=			bytes(_lowercase			,   '''utf-8'''	)
	with lzma.open(_lowercase			,   '''wb'''	) as f:
		f.write(_lowercase	)
	return path
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   Dict			,   _lowercase :   int	)						-> Tuple:


	"""simple docstring"""




	import zipfile

	lowerCAmelCase_      							=			tmp_path_factory.mktemp('''data'''	) / '''file.txt.zip'''
	with zipfile.ZipFile(_lowercase			,   '''w'''	) as f:
		f.write(_lowercase			,   arcname=os.path.basename(_lowercase	)	)
	return path
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   Tuple	)						-> Optional[int]:


	"""simple docstring"""




	if datasets.config.ZSTANDARD_AVAILABLE:
		import zstandard as zstd

		lowerCAmelCase_      							=			tmp_path_factory.mktemp('''data'''	) / '''file.txt.zst'''
		lowerCAmelCase_      							=			bytes(_lowercase			,   '''utf-8'''	)
		with zstd.open(_lowercase			,   '''wb'''	) as f:
			f.write(_lowercase	)
		return path
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   Union[str, Any]	)						-> Dict:


	"""simple docstring"""




	lowerCAmelCase_      							=			tmp_path_factory.mktemp('''data'''	) / '''file.xml'''
	lowerCAmelCase_      							=			textwrap.dedent(
	    '''\
    <?xml version="1.0" encoding="UTF-8" ?>
    <tmx version="1.4">
      <header segtype="sentence" srclang="ca" />
      <body>
        <tu>
          <tuv xml:lang="ca"><seg>Contingut 1</seg></tuv>
          <tuv xml:lang="en"><seg>Content 1</seg></tuv>
        </tu>
        <tu>
          <tuv xml:lang="ca"><seg>Contingut 2</seg></tuv>
          <tuv xml:lang="en"><seg>Content 2</seg></tuv>
        </tu>
        <tu>
          <tuv xml:lang="ca"><seg>Contingut 3</seg></tuv>
          <tuv xml:lang="en"><seg>Content 3</seg></tuv>
        </tu>
        <tu>
          <tuv xml:lang="ca"><seg>Contingut 4</seg></tuv>
          <tuv xml:lang="en"><seg>Content 4</seg></tuv>
        </tu>
        <tu>
          <tuv xml:lang="ca"><seg>Contingut 5</seg></tuv>
          <tuv xml:lang="en"><seg>Content 5</seg></tuv>
        </tu>
      </body>
    </tmx>'''	)
	with open(_lowercase			,   '''w'''	) as f:
		f.write(_lowercase	)
	return filename


lowercase_							=							[
    {'col_1': '0', 'col_2': 0, 'col_3': 0.0},
    {'col_1': '1', 'col_2': 1, 'col_3': 1.0},
    {'col_1': '2', 'col_2': 2, 'col_3': 2.0},
    {'col_1': '3', 'col_2': 3, 'col_3': 3.0},
]
lowercase_							=							[
    {'col_1': '4', 'col_2': 4, 'col_3': 4.0},
    {'col_1': '5', 'col_2': 5, 'col_3': 5.0},
]
lowercase_							=							{
    'col_1': ['0', '1', '2', '3'],
    'col_2': [0, 1, 2, 3],
    'col_3': [0.0, 1.0, 2.0, 3.0],
}

lowercase_							=							[
    {'col_3': 0.0, 'col_1': '0', 'col_2': 0},
    {'col_3': 1.0, 'col_1': '1', 'col_2': 1},
]

lowercase_							=							[
    {'col_1': 's0', 'col_2': 0, 'col_3': 0.0},
    {'col_1': 's1', 'col_2': 1, 'col_3': 1.0},
    {'col_1': 's2', 'col_2': 2, 'col_3': 2.0},
    {'col_1': 's3', 'col_2': 3, 'col_3': 3.0},
]
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       )						-> Union[str, Any]:


	"""simple docstring"""




	return DATA_DICT_OF_LISTS
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   Tuple	)						-> Dict:


	"""simple docstring"""




	lowerCAmelCase_      							=			datasets.Dataset.from_dict(_lowercase	)
	lowerCAmelCase_      							=			str(tmp_path_factory.mktemp('''data'''	) / '''dataset.arrow'''	)
	dataset.map(cache_file_name=_lowercase	)
	return path
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   str	)						-> str:


	"""simple docstring"""




	lowerCAmelCase_      							=			str(tmp_path_factory.mktemp('''data'''	) / '''dataset.sqlite'''	)
	with contextlib.closing(sqlitea.connect(_lowercase	)	) as con:
		lowerCAmelCase_      							=			con.cursor()
		cur.execute('''CREATE TABLE dataset(col_1 text, col_2 int, col_3 real)'''	)
		for item in DATA:
			cur.execute('''INSERT INTO dataset(col_1, col_2, col_3) VALUES (?, ?, ?)'''			,   tuple(item.values()	)	)
		con.commit()
	return path
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   Optional[int]	)						-> int:


	"""simple docstring"""




	lowerCAmelCase_      							=			str(tmp_path_factory.mktemp('''data'''	) / '''dataset.csv'''	)
	with open(_lowercase			,   '''w'''			,   newline=''''''	) as f:
		lowerCAmelCase_      							=			csv.DictWriter(_lowercase			,   fieldnames=['''col_1''', '''col_2''', '''col_3''']	)
		writer.writeheader()
		for item in DATA:
			writer.writerow(_lowercase	)
	return path
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   Optional[int]	)						-> Union[str, Any]:


	"""simple docstring"""




	lowerCAmelCase_      							=			str(tmp_path_factory.mktemp('''data'''	) / '''dataset2.csv'''	)
	with open(_lowercase			,   '''w'''			,   newline=''''''	) as f:
		lowerCAmelCase_      							=			csv.DictWriter(_lowercase			,   fieldnames=['''col_1''', '''col_2''', '''col_3''']	)
		writer.writeheader()
		for item in DATA:
			writer.writerow(_lowercase	)
	return path
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   Any			,   _lowercase :   Any	)						-> Any:


	"""simple docstring"""




	import bza

	lowerCAmelCase_      							=			tmp_path_factory.mktemp('''data'''	) / '''dataset.csv.bz2'''
	with open(_lowercase			,   '''rb'''	) as f:
		lowerCAmelCase_      							=			f.read()
	# data = bytes(FILE_CONTENT, "utf-8")
	with bza.open(_lowercase			,   '''wb'''	) as f:
		f.write(_lowercase	)
	return path
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   Optional[Any]			,   _lowercase :   Optional[Any]			,   _lowercase :   List[str]	)						-> Optional[Any]:


	"""simple docstring"""




	lowerCAmelCase_      							=			tmp_path_factory.mktemp('''data'''	) / '''dataset.csv.zip'''
	with zipfile.ZipFile(_lowercase			,   '''w'''	) as f:
		f.write(_lowercase			,   arcname=os.path.basename(_lowercase	)	)
		f.write(_lowercase			,   arcname=os.path.basename(_lowercase	)	)
	return path
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   str			,   _lowercase :   List[str]			,   _lowercase :   List[str]	)						-> Any:


	"""simple docstring"""




	lowerCAmelCase_      							=			tmp_path_factory.mktemp('''data'''	) / '''dataset.csv.zip'''
	with zipfile.ZipFile(_lowercase			,   '''w'''	) as f:
		f.write(_lowercase			,   arcname=os.path.basename(csv_path.replace('''.csv'''			,   '''.CSV'''	)	)	)
		f.write(_lowercase			,   arcname=os.path.basename(csva_path.replace('''.csv'''			,   '''.CSV'''	)	)	)
	return path
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   Optional[int]			,   _lowercase :   Dict			,   _lowercase :   int	)						-> List[Any]:


	"""simple docstring"""




	lowerCAmelCase_      							=			tmp_path_factory.mktemp('''data'''	) / '''dataset_with_dir.csv.zip'''
	with zipfile.ZipFile(_lowercase			,   '''w'''	) as f:
		f.write(_lowercase			,   arcname=os.path.join('''main_dir'''			,   os.path.basename(_lowercase	)	)	)
		f.write(_lowercase			,   arcname=os.path.join('''main_dir'''			,   os.path.basename(_lowercase	)	)	)
	return path
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   Dict	)						-> Dict:


	"""simple docstring"""




	lowerCAmelCase_      							=			str(tmp_path_factory.mktemp('''data'''	) / '''dataset.parquet'''	)
	lowerCAmelCase_      							=			pa.schema(
	    {
	        '''col_1''': pa.string(),
	        '''col_2''': pa.intaa(),
	        '''col_3''': pa.floataa(),
	    }	)
	with open(_lowercase			,   '''wb'''	) as f:
		lowerCAmelCase_      							=			pq.ParquetWriter(_lowercase			,   schema=_lowercase	)
		lowerCAmelCase_      							=			pa.Table.from_pydict({k: [DATA[i][k] for i in range(len(_lowercase	)	)] for k in DATA[0]}			,   schema=_lowercase	)
		writer.write_table(_lowercase	)
		writer.close()
	return path
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   List[Any]	)						-> Optional[int]:


	"""simple docstring"""




	lowerCAmelCase_      							=			str(tmp_path_factory.mktemp('''data'''	) / '''dataset.json'''	)
	lowerCAmelCase_      							=			{'''data''': DATA}
	with open(_lowercase			,   '''w'''	) as f:
		json.dump(_lowercase			,   _lowercase	)
	return path
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   Any	)						-> Dict:


	"""simple docstring"""




	lowerCAmelCase_      							=			str(tmp_path_factory.mktemp('''data'''	) / '''dataset.json'''	)
	lowerCAmelCase_      							=			{'''data''': DATA_DICT_OF_LISTS}
	with open(_lowercase			,   '''w'''	) as f:
		json.dump(_lowercase			,   _lowercase	)
	return path
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   List[Any]	)						-> List[Any]:


	"""simple docstring"""




	lowerCAmelCase_      							=			str(tmp_path_factory.mktemp('''data'''	) / '''dataset.jsonl'''	)
	with open(_lowercase			,   '''w'''	) as f:
		for item in DATA:
			f.write(json.dumps(_lowercase	) + '''\n'''	)
	return path
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   str	)						-> int:


	"""simple docstring"""




	lowerCAmelCase_      							=			str(tmp_path_factory.mktemp('''data'''	) / '''dataset2.jsonl'''	)
	with open(_lowercase			,   '''w'''	) as f:
		for item in DATA:
			f.write(json.dumps(_lowercase	) + '''\n'''	)
	return path
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   Optional[int]	)						-> Any:


	"""simple docstring"""




	lowerCAmelCase_      							=			str(tmp_path_factory.mktemp('''data'''	) / '''dataset_312.jsonl'''	)
	with open(_lowercase			,   '''w'''	) as f:
		for item in DATA_312:
			f.write(json.dumps(_lowercase	) + '''\n'''	)
	return path
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   Tuple	)						-> int:


	"""simple docstring"""




	lowerCAmelCase_      							=			str(tmp_path_factory.mktemp('''data'''	) / '''dataset-str.jsonl'''	)
	with open(_lowercase			,   '''w'''	) as f:
		for item in DATA_STR:
			f.write(json.dumps(_lowercase	) + '''\n'''	)
	return path
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   Optional[int]			,   _lowercase :   Dict	)						-> Any:


	"""simple docstring"""




	import gzip

	lowerCAmelCase_      							=			str(tmp_path_factory.mktemp('''data'''	) / '''dataset.txt.gz'''	)
	with open(_lowercase			,   '''rb'''	) as orig_file:
		with gzip.open(_lowercase			,   '''wb'''	) as zipped_file:
			zipped_file.writelines(_lowercase	)
	return path
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   Optional[int]			,   _lowercase :   str	)						-> Tuple:


	"""simple docstring"""




	import gzip

	lowerCAmelCase_      							=			str(tmp_path_factory.mktemp('''data'''	) / '''dataset.jsonl.gz'''	)
	with open(_lowercase			,   '''rb'''	) as orig_file:
		with gzip.open(_lowercase			,   '''wb'''	) as zipped_file:
			zipped_file.writelines(_lowercase	)
	return path
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   Union[str, Any]			,   _lowercase :   Optional[int]			,   _lowercase :   Any	)						-> str:


	"""simple docstring"""




	lowerCAmelCase_      							=			tmp_path_factory.mktemp('''data'''	) / '''dataset.jsonl.zip'''
	with zipfile.ZipFile(_lowercase			,   '''w'''	) as f:
		f.write(_lowercase			,   arcname=os.path.basename(_lowercase	)	)
		f.write(_lowercase			,   arcname=os.path.basename(_lowercase	)	)
	return path
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   Optional[Any]			,   _lowercase :   Optional[Any]			,   _lowercase :   Optional[int]			,   _lowercase :   List[str]	)						-> Dict:


	"""simple docstring"""




	lowerCAmelCase_      							=			tmp_path_factory.mktemp('''data'''	) / '''dataset_nested.jsonl.zip'''
	with zipfile.ZipFile(_lowercase			,   '''w'''	) as f:
		f.write(_lowercase			,   arcname=os.path.join('''nested'''			,   os.path.basename(_lowercase	)	)	)
	return path
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   Optional[Any]			,   _lowercase :   int			,   _lowercase :   List[Any]	)						-> Optional[int]:


	"""simple docstring"""




	lowerCAmelCase_      							=			tmp_path_factory.mktemp('''data'''	) / '''dataset_with_dir.jsonl.zip'''
	with zipfile.ZipFile(_lowercase			,   '''w'''	) as f:
		f.write(_lowercase			,   arcname=os.path.join('''main_dir'''			,   os.path.basename(_lowercase	)	)	)
		f.write(_lowercase			,   arcname=os.path.join('''main_dir'''			,   os.path.basename(_lowercase	)	)	)
	return path
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   List[str]			,   _lowercase :   int			,   _lowercase :   Optional[Any]	)						-> Tuple:


	"""simple docstring"""




	lowerCAmelCase_      							=			tmp_path_factory.mktemp('''data'''	) / '''dataset.jsonl.tar'''
	with tarfile.TarFile(_lowercase			,   '''w'''	) as f:
		f.add(_lowercase			,   arcname=os.path.basename(_lowercase	)	)
		f.add(_lowercase			,   arcname=os.path.basename(_lowercase	)	)
	return path
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   str			,   _lowercase :   Union[str, Any]			,   _lowercase :   Tuple			,   _lowercase :   List[str]	)						-> Tuple:


	"""simple docstring"""




	lowerCAmelCase_      							=			tmp_path_factory.mktemp('''data'''	) / '''dataset_nested.jsonl.tar'''
	with tarfile.TarFile(_lowercase			,   '''w'''	) as f:
		f.add(_lowercase			,   arcname=os.path.join('''nested'''			,   os.path.basename(_lowercase	)	)	)
	return path
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   Dict	)						-> Any:


	"""simple docstring"""




	lowerCAmelCase_      							=			['''0''', '''1''', '''2''', '''3''']
	lowerCAmelCase_      							=			str(tmp_path_factory.mktemp('''data'''	) / '''dataset.txt'''	)
	with open(_lowercase			,   '''w'''	) as f:
		for item in data:
			f.write(item + '''\n'''	)
	return path
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   Optional[Any]	)						-> str:


	"""simple docstring"""




	lowerCAmelCase_      							=			['''0''', '''1''', '''2''', '''3''']
	lowerCAmelCase_      							=			str(tmp_path_factory.mktemp('''data'''	) / '''dataset2.txt'''	)
	with open(_lowercase			,   '''w'''	) as f:
		for item in data:
			f.write(item + '''\n'''	)
	return path
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   Tuple	)						-> Optional[Any]:


	"""simple docstring"""




	lowerCAmelCase_      							=			['''0''', '''1''', '''2''', '''3''']
	lowerCAmelCase_      							=			tmp_path_factory.mktemp('''data'''	) / '''dataset.abc'''
	with open(_lowercase			,   '''w'''	) as f:
		for item in data:
			f.write(item + '''\n'''	)
	return path
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   List[str]			,   _lowercase :   List[Any]			,   _lowercase :   Union[str, Any]	)						-> List[str]:


	"""simple docstring"""




	lowerCAmelCase_      							=			tmp_path_factory.mktemp('''data'''	) / '''dataset.text.zip'''
	with zipfile.ZipFile(_lowercase			,   '''w'''	) as f:
		f.write(_lowercase			,   arcname=os.path.basename(_lowercase	)	)
		f.write(_lowercase			,   arcname=os.path.basename(_lowercase	)	)
	return path
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   Optional[int]			,   _lowercase :   Optional[Any]			,   _lowercase :   List[str]	)						-> Union[str, Any]:


	"""simple docstring"""




	lowerCAmelCase_      							=			tmp_path_factory.mktemp('''data'''	) / '''dataset_with_dir.text.zip'''
	with zipfile.ZipFile(_lowercase			,   '''w'''	) as f:
		f.write(_lowercase			,   arcname=os.path.join('''main_dir'''			,   os.path.basename(_lowercase	)	)	)
		f.write(_lowercase			,   arcname=os.path.join('''main_dir'''			,   os.path.basename(_lowercase	)	)	)
	return path
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   Any			,   _lowercase :   Union[str, Any]			,   _lowercase :   Optional[int]	)						-> List[str]:


	"""simple docstring"""




	lowerCAmelCase_      							=			tmp_path_factory.mktemp('''data'''	) / '''dataset.ext.zip'''
	with zipfile.ZipFile(_lowercase			,   '''w'''	) as f:
		f.write(_lowercase			,   arcname=os.path.basename('''unsupported.ext'''	)	)
		f.write(_lowercase			,   arcname=os.path.basename('''unsupported_2.ext'''	)	)
	return path
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   Tuple	)						-> List[str]:


	"""simple docstring"""




	lowerCAmelCase_      							=			'''\n'''.join(['''First''', '''Second\u2029with Unicode new line''', '''Third''']	)
	lowerCAmelCase_      							=			str(tmp_path_factory.mktemp('''data'''	) / '''dataset_with_unicode_new_lines.txt'''	)
	with open(_lowercase			,   '''w'''			,   encoding='''utf-8'''	) as f:
		f.write(_lowercase	)
	return path
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       )						-> Optional[int]:


	"""simple docstring"""




	return os.path.join('''tests'''			,   '''features'''			,   '''data'''			,   '''test_image_rgb.jpg'''	)
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       )						-> Dict:


	"""simple docstring"""




	return os.path.join('''tests'''			,   '''features'''			,   '''data'''			,   '''test_audio_44100.wav'''	)
@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   Union[str, Any]			,   _lowercase :   Optional[Any]	)						-> Any:


	"""simple docstring"""




	lowerCAmelCase_      							=			tmp_path_factory.mktemp('''data'''	) / '''dataset.img.zip'''
	with zipfile.ZipFile(_lowercase			,   '''w'''	) as f:
		f.write(_lowercase			,   arcname=os.path.basename(_lowercase	)	)
		f.write(_lowercase			,   arcname=os.path.basename(_lowercase	).replace('''.jpg'''			,   '''2.jpg'''	)	)
	return path





@pytest.fixture(scope='''session'''	)
def      UpperCAmelCase     (       _lowercase :   int	)						-> Optional[Any]:


	"""simple docstring"""




	lowerCAmelCase_      							=			tmp_path_factory.mktemp('''data_dir'''	)

	(data_dir / "subdir").mkdir()
	with open(data_dir / '''subdir''' / '''train.txt'''			,   '''w'''	) as f:
		f.write('''foo\n''' * 1_0	)
	with open(data_dir / '''subdir''' / '''test.txt'''			,   '''w'''	) as f:
		f.write('''bar\n''' * 1_0	)
	# hidden file
	with open(data_dir / '''subdir''' / '''.test.txt'''			,   '''w'''	) as f:
		f.write('''bar\n''' * 1_0	)

	# hidden directory
	(data_dir / ".subdir").mkdir()
	with open(data_dir / '''.subdir''' / '''train.txt'''			,   '''w'''	) as f:
		f.write('''foo\n''' * 1_0	)
	with open(data_dir / '''.subdir''' / '''test.txt'''			,   '''w'''	) as f:
		f.write('''bar\n''' * 1_0	)

	return data_dir



"""simple docstring"""



from typing import TYPE_CHECKING

from ...utils import (
    OptionalDependencyNotAvailable,
    _LazyModule,
    is_tokenizers_available,
    is_torch_available,
    is_vision_available,
)


lowercase_							=							{
    'configuration_layoutlmv2': ['LAYOUTLMV2_PRETRAINED_CONFIG_ARCHIVE_MAP', 'LayoutLMv2Config'],
    'processing_layoutlmv2': ['LayoutLMv2Processor'],
    'tokenization_layoutlmv2': ['LayoutLMv2Tokenizer'],
}

try:
		if not is_tokenizers_available():
				raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
		pass
else:
		lowercase_							=							['LayoutLMv2TokenizerFast']

try:
		if not is_vision_available():
				raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
		pass
else:
		lowercase_							=							['LayoutLMv2FeatureExtractor']
		lowercase_							=							['LayoutLMv2ImageProcessor']

try:
		if not is_torch_available():
				raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
		pass
else:
		lowercase_							=							[
		    'LAYOUTLMV2_PRETRAINED_MODEL_ARCHIVE_LIST',
		    'LayoutLMv2ForQuestionAnswering',
		    'LayoutLMv2ForSequenceClassification',
		    'LayoutLMv2ForTokenClassification',
		    'LayoutLMv2Layer',
		    'LayoutLMv2Model',
		    'LayoutLMv2PreTrainedModel',
		]

if TYPE_CHECKING:
		from .configuration_layoutlmva import LAYOUTLMV2_PRETRAINED_CONFIG_ARCHIVE_MAP, LayoutLMvaConfig
		from .processing_layoutlmva import LayoutLMvaProcessor
		from .tokenization_layoutlmva import LayoutLMvaTokenizer

		try:
				if not is_tokenizers_available():
						raise OptionalDependencyNotAvailable()
		except OptionalDependencyNotAvailable:
				pass
		else:
				from .tokenization_layoutlmva_fast import LayoutLMvaTokenizerFast

		try:
				if not is_vision_available():
						raise OptionalDependencyNotAvailable()
		except OptionalDependencyNotAvailable:
				pass
		else:
				from .feature_extraction_layoutlmva import LayoutLMvaFeatureExtractor, LayoutLMvaImageProcessor

		try:
				if not is_torch_available():
						raise OptionalDependencyNotAvailable()
		except OptionalDependencyNotAvailable:
				pass
		else:
				from .modeling_layoutlmva import (
				    LAYOUTLMV2_PRETRAINED_MODEL_ARCHIVE_LIST,
				    LayoutLMvaForQuestionAnswering,
				    LayoutLMvaForSequenceClassification,
				    LayoutLMvaForTokenClassification,
				    LayoutLMvaLayer,
				    LayoutLMvaModel,
				    LayoutLMvaPreTrainedModel,
				)
else:
		import sys

		lowercase_							=							_LazyModule(__name__, globals()['__file__'], _import_structure, module_spec=__spec__)